# Clean environment
rm(list = ls(all.names = TRUE)) # will clear all objects including hidden objects
gc() # free up memory and report the memory usage
used (Mb) gc trigger (Mb) limit (Mb) max used (Mb)
Ncells 8854776 472.9 21677780 1157.8 NA 21677780 1157.8
Vcells 18824389 143.7 67701115 516.6 32768 163316440 1246.1
options(max.print = .Machine$integer.max, scipen = 0, stringsAsFactors = F, dplyr.summarise.inform = F) # avoid truncated output in R console and keep scientific notation
### INSTALLING PACKAGES ###
#if (!require("BiocManager", quietly = TRUE))
# install.packages("BiocManager")
#BiocManager::install(c("readr", "tidyverse", "org.At.tair.db", "pathview", "ggupset"))
setwd("~/Desktop/Lab/Working_Projects/R_trapseq_2023")
suppressPackageStartupMessages(library("org.At.tair.db"))
library(clusterProfiler) #A universal enrichment tool for interpreting omics data #prettydoc?
library(readr)
library(tidyverse) #to use distinct in line 52
library(pathview)
library(enrichplot)
pad <- 0.05
search_kegg_organism('ath', by='kegg_code')
search_kegg_organism('Arabidopsis thaliana', by='scientific_name')
Hup<- read_csv("./DerivedData/1_DEG_HvUM_HUP_pad05_LFC1_v1.csv", col_names = TRUE)
Hup_tb <- data.frame(Hup[ ,-c(1)], row.names = Hup$rowname)
IM_up <- read_csv("./DerivedData/1_DEG_IMvUM_IMUP_pad05_LFC1_v1.csv", col_names = TRUE)
IMup_tb <- data.frame(IM_up[ ,-c(1)], row.names = IM_up$rowname)
HIM_up<-read_csv("./DerivedData/1_DEG_HvIMUP_pad05_LFC1_v1.csv", col_names = TRUE)
HIMup_tb <- data.frame(HIM_up[ ,-c(1)], row.names = HIM_up$rowname)
H_dwn <- read_csv("./DerivedData/1_DEG_HvUM_HDWN_pad05_LFC1_v1.csv", col_names = TRUE)
New names:
• `` -> `...1`
Rows: 5954 Columns: 6
── Column specification ───────────────────────────────────────────────────────────
Delimiter: ","
chr (2): rowname, symbol
dbl (4): ...1, entrez, log2FoldChange, padj
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Hdwn_tb <- data.frame(H_dwn[ ,-c(1)], row.names = H_dwn$rowname)
IM_dwn <- read_csv("./DerivedData/1_DEG_IMvUM_IMDWN_pad05_LFC1_v1.csv", col_names = TRUE)
New names:
• `` -> `...1`
Rows: 5013 Columns: 6
── Column specification ───────────────────────────────────────────────────────────
Delimiter: ","
chr (2): rowname, symbol
dbl (4): ...1, entrez, log2FoldChange, padj
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
IMdwn_tb <- data.frame(IM_dwn[ ,-c(1)], row.names = IM_dwn$rowname)
HIM_dwn <- read_csv("./DerivedData/1_DEG_HvIMDWN_pad05_LFC1_v1.csv", col_names = TRUE)
New names:
• `` -> `...1`
Rows: 4375 Columns: 6
── Column specification ───────────────────────────────────────────────────────────
Delimiter: ","
chr (2): rowname, symbol
dbl (4): ...1, entrez, log2FoldChange, padj
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
HIMdwn_tb <- data.frame(HIM_dwn[ ,-c(1)], row.names = HIM_dwn$rowname)
IMup_genes <- IMup_tb$entrez
Hup_genes <- Hup_tb$entrez
HIMup_genes <- HIMup_tb$entrez
kegg_IMup_list = sort(IMup_genes, decreasing = TRUE)
kegg_Hup_list = sort(Hup_genes, decreasing = TRUE)
kegg_HIMup_list = sort(HIMup_genes, decreasing = TRUE)
IMdown_genes <- IMdwn_tb$entrez
Hdown_genes <- Hdwn_tb$entrez
HIMdown_genes <- HIMdwn_tb$entrez
kegg_IMdown_list = sort(IMdown_genes, decreasing = TRUE)
kegg_Hdown_list = sort(Hdown_genes, decreasing = TRUE)
kegg_HIMdown_list = sort(HIMdown_genes, decreasing = TRUE)
#ora with kegg data base. using enrichKEGG() is a shortcut for doing ORA using KEGG
pad <- 0.05
genedata <- read_csv("./DerivedData/1_DEG_HvIM_HDWN_pad05_LFC1_v2.csv", col_names = TRUE)
New names:
• `` -> `...1`
Rows: 4375 Columns: 6
── Column specification ─────────────────────────────────────────────────
Delimiter: ","
chr (2): rowname, symbol
dbl (4): ...1, entrez, log2FoldChange, padj
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
genedata_tb <- data.frame(genedata[ ,-c(1)], row.names = genedata$rowname)
genedata_tb_genes <- genedata_tb$entrez
search_kegg_organism('ath', by='kegg_code')
search_kegg_organism('Arabidopsis thaliana', by='scientific_name')
genedata_tb_genes_list = sort(genedata_tb_genes, decreasing = TRUE)
#write.csv(x, "./DerivedData/3_Pilot_IMvHdown_candidategenes.csv")
#pad <- 0.05
#x$entrez = mapIds (org.At.tair.db, keys = row.names (x) , keytype = "TAIR" , column = "ENTREZID" , multiVals = "first" )
#x <- x$entrez
#kegg_IMup_list #1
#kegg_Hup_list #2
kegg_HIMup_list #3
[1] 6241076 6241037 6240272 5007945 3770579 3768816 3768365 3767579 3767578
[10] 844398 844323 844317 844220 844207 844143 844104 844068 843997
[19] 843986 843976 843916 843864 843849 843838 843820 843757 843671
[28] 843665 843660 843507 843474 843380 843353 843350 843319 843317
[37] 843315 843313 843311 843310 843308 843303 843282 843276 843203
[46] 843143 843049 843038 843034 843032 843014 842991 842945 842931
[55] 842857 842803 842802 842796 842768 842716 842613 842568 842529
[64] 842450 842368 842342 842206 842191 842066 841944 841820 841782
[73] 841689 841612 841609 841592 841571 841567 841369 841272 841257
[82] 841256 841237 841165 841101 841026 840948 840522 840448 840348
[91] 840324 840232 840085 840079 840048 840017 839954 839953 839952
[100] 839942 839922 839920 839902 839890 839837 839797 839687 839665
[109] 839655 839626 839593 839580 839574 839461 839457 839418 839390
[118] 839369 839353 839347 839323 839288 839275 839251 839246 839242
[127] 839182 839181 839165 839154 839019 839015 838965 838832 838831
[136] 838685 838548 838399 838347 838335 838297 838224 838179 838166
[145] 838122 838043 838016 837947 837890 837873 837871 837855 837853
[154] 837852 837831 837651 837602 837525 837480 837465 837438 837430
[163] 837412 837408 837353 837327 837119 837112 837111 837101 837054
[172] 836866 836823 836802 836795 836793 836749 836704 836639 836638
[181] 836637 836633 836626 836596 836533 836531 836513 836296 836276
[190] 836237 836235 836153 836103 836102 836018 836015 835990 835944
[199] 835928 835920 835828 835799 835764 835632 835571 835475 835306
[208] 835279 835033 834978 834966 834936 834678 834564 834539 834538
[217] 834504 834475 834464 834447 834441 834421 834408 834393 834353
[226] 834114 834031 833998 833954 833889 833794 833782 833623 833619
[235] 833474 833437 833315 832970 832672 832657 832597 832589 832566
[244] 832543 832539 832496 832490 832479 832474 832364 832221 832196
[253] 832169 832137 831877 831845 831834 831800 831793 831774 831770
[262] 831754 831749 831710 831708 831682 831599 831447 831365 831317
[271] 831268 831230 831159 831039 831006 830979 830937 830917 830894
[280] 830796 830789 830762 830719 830670 830659 830635 830601 830592
[289] 830576 830575 830573 830497 830470 830457 830424 830352 830350
[298] 830066 830056 830018 829980 829976 829894 829886 829860 829847
[307] 829820 829784 829764 829715 829704 829695 829691 829663 829623
[316] 829462 829444 829417 829400 829244 829227 829174 829137 829000
[325] 828950 828943 828845 828809 828728 828668 828638 828547 828515
[334] 828511 828492 828470 828455 828429 828428 828425 828420 828396
[343] 828376 828342 828296 828210 828143 828081 828066 828029 828027
[352] 828011 827980 827896 827893 827882 827834 827780 827751 827663
[361] 827626 827563 827537 827458 827427 827238 827220 827212 827208
[370] 827198 827194 827189 827187 827186 827183 827113 826990 826989
[379] 826958 826865 826860 826855 826842 826820 826789 826725 826706
[388] 826524 825857 825831 825812 825775 825525 825523 825513 825349
[397] 825318 825311 825269 825182 825144 825122 825091 825079 825050
[406] 824985 824765 824763 824711 824681 824664 824581 824516 824489
[415] 824419 824410 824241 824154 824146 824140 824082 824073 824007
[424] 823989 823975 823933 823890 823713 823707 823680 823679 823649
[433] 823624 823281 822697 822600 822439 822232 822148 822118 822110
[442] 822042 821833 821817 821725 821710 821613 821334 821300 821263
[451] 821242 821239 821209 821201 821175 821153 821135 821036 821030
[460] 820894 820888 820779 820692 820691 820669 820657 820641 820614
[469] 820603 820589 820540 820538 820517 820463 820398 820137 820006
[478] 819989 819903 819811 819800 819770 819666 819620 819597 819343
[487] 819339 819314 819212 819162 819055 818917 818828 818827 818802
[496] 818721 818720 818683 818676 818526 818505 818497 818479 818414
[505] 818361 818334 818255 818253 818241 818232 818211 818175 818171
[514] 818131 818101 818097 818083 818060 818050 817961 817954 817886
[523] 817864 817816 817784 817778 817756 817748 817740 817682 817604
[532] 817539 817524 817474 817442 817375 817261 817171 817010 817006
[541] 816952 816948 816828 816823 816814 816779 816726 816699 816649
[550] 816612 816521 816509 816469 816468 816436 816380 816303 816270
[559] 816084 815997 815840 815657 815147 815069 814931 814828 814766
[568] 814719 814702 814682
ora_kegg <- enrichKEGG(gene = kegg_HIMup_list,
organism = "ath",
keyType = "ncbi-geneid",
minGSSize = 10,
maxGSSize = 500,
pAdjustMethod = "BH",
qvalueCutoff = pad,
use_internal_data = FALSE) # force to latest KEGG db
eKEGG3 <- data.frame(ora_kegg)
#write.csv(eKEGG1, "./DerivedData/3_IMvH_HUP_KEGG.csv")
dotplot(ora_kegg, showCategory=10, font.size=10)

#ggsave("./SumData/3_KEGG_IMvH_Hup_LFC1p05.pdf",width=12, height =12)
mlist <- list(eKEGG1, eKEGG2, eKEGG3)
names(mlist) <- c("KEGG IM UP IMvUM", "KEGG H UP HvUM", "KEGG H UP HvIM")
mresult <- merge_result(mlist)
dotplot(mresult, showCategory=10, font.size=14)
ggsave("./SumData/3_KEGG_SUM_UP_LFC1p05.pdf",width=14, height =14)

kegg_IMdown_list #4
[1] 28721172 28719435 28719424 28719402 28718697 28718362 28718327 28718283
[9] 28717267 28717252 28716239 10723110 7922386 7922308 6240759 5008301
[17] 5008300 5008298 5008177 5008146 5008019 5008015 5008005 5007993
[25] 5007965 5007884 5007874 5007852 5007837 5007676 5007658 3771487
[33] 3770591 3770575 3770570 3770404 3770374 3770303 3768908 3768804
[41] 3768785 3768574 3768521 3768499 3768365 3767658 3767593 3767578
[49] 2746201 2745995 2745966 2745881 2745841 2745823 2745725 2745715
[57] 2745591 2745578 844441 844431 844425 844422 844416 844410
[65] 844406 844395 844390 844389 844387 844383 844378 844377
[73] 844376 844375 844374 844370 844367 844366 844348 844345
[81] 844343 844341 844340 844326 844318 844315 844312 844301
[89] 844295 844294 844288 844284 844282 844280 844279 844272
[97] 844264 844245 844237 844231 844225 844224 844215 844213
[105] 844206 844205 844204 844199 844197 844194 844193 844192
[113] 844190 844187 844185 844182 844179 844178 844173 844163
[121] 844153 844146 844144 844143 844137 844136 844135 844134
[129] 844128 844108 844107 844106 844105 844104 844098 844095
[137] 844094 844093 844085 844082 844079 844078 844069 844068
[145] 844067 844050 844049 844047 844046 844029 844027 844025
[153] 844014 844013 844007 844000 843996 843990 843989 843987
[161] 843973 843968 843967 843964 843959 843952 843948 843942
[169] 843938 843937 843928 843923 843921 843915 843911 843905
[177] 843903 843902 843899 843890 843886 843871 843869 843862
[185] 843861 843850 843849 843840 843839 843836 843835 843830
[193] 843827 843824 843820 843816 843812 843811 843808 843806
[201] 843793 843782 843780 843776 843775 843772 843771 843763
[209] 843757 843756 843749 843744 843742 843736 843731 843728
[217] 843719 843711 843703 843702 843693 843687 843671 843665
[225] 843659 843651 843646 843644 843637 843634 843614 843612
[233] 843599 843576 843571 843563 843558 843557 843547 843546
[241] 843544 843535 843530 843527 843526 843516 843513 843512
[249] 843510 843509 843502 843491 843467 843462 843445 843442
[257] 843436 843428 843427 843420 843413 843410 843408 843403
[265] 843400 843393 843389 843384 843377 843373 843367 843366
[273] 843357 843356 843343 843334 843333 843330 843319 843313
[281] 843311 843310 843306 843303 843300 843271 843256 843251
[289] 843236 843224 843222 843219 843214 843213 843207 843195
[297] 843194 843189 843185 843183 843182 843181 843166 843155
[305] 843148 843139 843138 843134 843133 843129 843128 843123
[313] 843118 843110 843109 843099 843096 843095 843094 843086
[321] 843076 843064 843060 843058 843052 843048 843038 843029
[329] 843028 843024 843015 843008 842999 842992 842991 842985
[337] 842970 842961 842953 842951 842940 842935 842930 842928
[345] 842922 842908 842897 842871 842858 842853 842840 842839
[353] 842833 842812 842807 842806 842804 842792 842785 842784
[361] 842783 842782 842780 842777 842776 842773 842772 842768
[369] 842760 842759 842754 842747 842745 842744 842741 842719
[377] 842716 842713 842700 842697 842693 842673 842672 842671
[385] 842669 842666 842654 842653 842632 842629 842617 842616
[393] 842613 842602 842589 842581 842579 842578 842573 842572
[401] 842568 842561 842556 842553 842541 842537 842529 842526
[409] 842511 842508 842507 842492 842476 842462 842458 842446
[417] 842411 842393 842391 842386 842384 842381 842378 842375
[425] 842374 842373 842372 842365 842359 842356 842354 842350
[433] 842344 842341 842339 842311 842301 842294 842293 842292
[441] 842278 842275 842268 842263 842256 842255 842252 842251
[449] 842248 842245 842242 842241 842216 842213 842206 842205
[457] 842204 842196 842187 842183 842177 842175 842170 842157
[465] 842154 842111 842103 842099 842098 842074 842073 842071
[473] 842066 842056 842044 842035 842016 842002 842000 841996
[481] 841995 841984 841976 841970 841960 841957 841956 841954
[489] 841919 841912 841900 841894 841891 841883 841880 841877
[497] 841876 841875 841868 841863 841860 841858 841857 841855
[505] 841853 841851 841847 841846 841843 841842 841841 841830
[513] 841821 841812 841811 841794 841787 841764 841763 841762
[521] 841757 841755 841750 841749 841748 841733 841721 841717
[529] 841699 841683 841671 841670 841659 841658 841656 841654
[537] 841653 841652 841649 841637 841633 841622 841600 841599
[545] 841596 841593 841588 841584 841583 841582 841581 841575
[553] 841563 841557 841536 841534 841533 841532 841517 841516
[561] 841512 841511 841506 841493 841492 841486 841474 841473
[569] 841471 841465 841464 841463 841459 841458 841450 841448
[577] 841446 841439 841433 841425 841418 841412 841411 841405
[585] 841399 841395 841394 841391 841390 841387 841386 841384
[593] 841380 841375 841373 841367 841358 841346 841344 841336
[601] 841327 841324 841317 841308 841307 841305 841301 841281
[609] 841276 841273 841263 841262 841256 841255 841248 841244
[617] 841237 841236 841232 841221 841199 841186 841167 841147
[625] 841126 841124 841122 841121 841110 841106 841101 841099
[633] 841089 841088 841080 841072 841056 841033 841014 840987
[641] 840971 840953 840939 840912 840895 840894 840792 840582
[649] 840545 840539 840477 840472 840454 840452 840448 840420
[657] 840382 840358 840346 840339 840337 840336 840326 840324
[665] 840321 840320 840312 840311 840304 840297 840296 840295
[673] 840290 840274 840269 840242 840234 840233 840232 840199
[681] 840194 840173 840167 840149 840148 840144 840141 840138
[689] 840135 840126 840125 840115 840113 840112 840108 840105
[697] 840101 840100 840099 840098 840085 840077 840076 840071
[705] 840069 840067 840058 840056 840052 840038 840032 840031
[713] 840026 840021 840011 840007 840006 840001 839993 839988
[721] 839987 839984 839967 839964 839963 839949 839943 839941
[729] 839937 839934 839932 839920 839918 839916 839913 839908
[737] 839901 839891 839880 839879 839878 839871 839870 839869
[745] 839868 839858 839844 839836 839828 839827 839826 839822
[753] 839821 839820 839819 839817 839815 839814 839808 839805
[761] 839800 839791 839789 839787 839781 839767 839761 839758
[769] 839753 839752 839740 839730 839729 839716 839714 839698
[777] 839690 839688 839687 839684 839678 839669 839658 839657
[785] 839655 839651 839637 839620 839608 839602 839601 839595
[793] 839587 839585 839579 839577 839576 839572 839570 839566
[801] 839565 839562 839550 839540 839538 839536 839531 839526
[809] 839520 839517 839506 839505 839501 839499 839494 839493
[817] 839489 839475 839474 839472 839467 839463 839457 839455
[825] 839453 839449 839446 839436 839434 839432 839431 839429
[833] 839424 839420 839419 839418 839417 839413 839405 839401
[841] 839398 839394 839393 839385 839374 839370 839368 839367
[849] 839365 839364 839362 839357 839350 839345 839343 839330
[857] 839329 839323 839320 839318 839315 839303 839300 839297
[865] 839292 839288 839287 839286 839283 839277 839276 839273
[873] 839268 839256 839253 839252 839248 839246 839235 839233
[881] 839232 839226 839224 839218 839200 839197 839185 839176
[889] 839164 839160 839158 839156 839154 839146 839145 839144
[897] 839143 839142 839141 839140 839135 839134 839130 839121
[905] 839113 839112 839108 839083 839077 839070 839057 839047
[913] 839040 839038 839032 839031 839024 839019 839016 839009
[921] 839001 838993 838990 838984 838957 838948 838945 838935
[929] 838926 838916 838908 838901 838892 838889 838883 838880
[937] 838879 838876 838875 838865 838861 838860 838856 838855
[945] 838845 838844 838841 838831 838801 838790 838784 838780
[953] 838777 838776 838771 838767 838761 838743 838737 838714
[961] 838713 838711 838703 838692 838687 838680 838676 838675
[969] 838655 838654 838650 838646 838632 838630 838626 838622
[977] 838614 838609 838608 838606 838604 838600 838593 838591
[985] 838590 838584 838583 838580 838579 838571 838568 838565
[993] 838562 838558 838550 838544 838519 838518 838512 838498
[1001] 838490 838487 838468 838465 838455 838454 838453 838448
[1009] 838446 838445 838443 838431 838430 838421 838418 838417
[1017] 838413 838406 838405 838400 838386 838384 838377 838371
[1025] 838368 838367 838366 838363 838356 838350 838348 838346
[1033] 838342 838340 838335 838333 838332 838330 838324 838321
[1041] 838316 838305 838301 838293 838291 838290 838284 838268
[1049] 838263 838260 838259 838258 838257 838249 838243 838242
[1057] 838230 838226 838216 838211 838210 838209 838203 838202
[1065] 838199 838196 838193 838188 838177 838176 838174 838172
[1073] 838171 838168 838165 838161 838158 838151 838147 838144
[1081] 838140 838138 838135 838128 838127 838121 838120 838110
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kegg_Hdown_list #5
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[9] 28719402 28719309 28718697 28718362 28718327 28718318 28718283 28717514
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[361] 843420 843413 843412 843410 843408 843404 843397 843393
[369] 843384 843377 843373 843367 843359 843357 843356 843343
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[385] 843298 843288 843271 843263 843261 843256 843254 843251
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[4841] 820536 820532 820530 820529 820522 820517 820510 820508
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[4857] 820477 820474 820464 820463 820461 820457 820451 820448
[4865] 820443 820442 820441 820440 820437 820432 820428 820427
[4873] 820419 820417 820416 820414 820410 820407 820406 820405
[4881] 820391 820389 820387 820385 820383 820382 820367 820364
[4889] 820356 820348 820345 820342 820335 820327 820325 820324
[4897] 820323 820322 820320 820318 820296 820295 820288 820283
[4905] 820282 820275 820274 820267 820265 820263 820257 820255
[4913] 820251 820241 820239 820238 820236 820234 820231 820230
[4921] 820217 820216 820213 820199 820198 820197 820189 820188
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[5953] 814640 814637
kegg_HIMdown_list #6
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[3249] 822086 822085 822081 822075 822069 822062 822055 822053
[3257] 822043 822035 822033 822032 822021 822002 821982 821973
[3265] 821966 821965 821963 821961 821955 821951 821950 821946
[3273] 821938 821924 821922 821920 821913 821911 821908 821902
[3281] 821901 821899 821898 821893 821879 821877 821875 821865
[3289] 821863 821845 821832 821831 821826 821819 821818 821807
[3297] 821794 821791 821788 821787 821780 821736 821729 821705
[3305] 821696 821683 821681 821678 821667 821663 821657 821642
[3313] 821640 821634 821610 821604 821603 821597 821587 821584
[3321] 821573 821567 821548 821545 821539 821534 821521 821519
[3329] 821517 821515 821514 821508 821504 821496 821492 821485
[3337] 821482 821479 821472 821463 821461 821456 821453 821439
[3345] 821435 821432 821431 821429 821425 821424 821409 821408
[3353] 821405 821399 821382 821379 821378 821377 821373 821366
[3361] 821357 821356 821355 821354 821348 821343 821342 821339
[3369] 821338 821335 821327 821312 821308 821307 821303 821298
[3377] 821297 821292 821288 821277 821276 821265 821260 821251
[3385] 821250 821249 821245 821244 821233 821224 821215 821208
[3393] 821207 821206 821205 821198 821192 821174 821159 821148
[3401] 821143 821137 821134 821132 821131 821130 821127 821120
[3409] 821116 821114 821110 821088 821084 821083 821081 821075
[3417] 821074 821058 821048 821047 821043 821003 820999 820997
[3425] 820996 820993 820984 820980 820979 820975 820950 820932
[3433] 820924 820921 820914 820907 820900 820898 820895 820890
[3441] 820884 820874 820873 820871 820870 820869 820862 820859
[3449] 820853 820844 820842 820831 820828 820827 820825 820822
[3457] 820816 820793 820790 820787 820775 820771 820750 820743
[3465] 820730 820728 820722 820713 820700 820693 820688 820685
[3473] 820665 820664 820662 820660 820656 820655 820653 820649
[3481] 820647 820640 820639 820632 820630 820629 820628 820622
[3489] 820616 820615 820611 820600 820593 820587 820584 820583
[3497] 820582 820581 820573 820557 820555 820554 820548 820536
[3505] 820533 820530 820529 820507 820500 820498 820490 820484
[3513] 820478 820477 820474 820472 820465 820461 820457 820451
[3521] 820450 820441 820438 820436 820431 820429 820428 820417
[3529] 820416 820409 820406 820402 820391 820386 820385 820384
[3537] 820383 820381 820376 820370 820367 820364 820351 820350
[3545] 820342 820337 820335 820331 820327 820324 820323 820318
[3553] 820317 820313 820296 820295 820292 820288 820284 820283
[3561] 820282 820280 820275 820264 820263 820261 820257 820249
[3569] 820241 820235 820234 820231 820230 820217 820216 820214
[3577] 820209 820205 820202 820201 820199 820181 820170 820168
[3585] 820163 820162 820159 820146 820145 820144 820142 820140
[3593] 820132 820127 820120 820114 820113 820107 820100 820098
[3601] 820094 820093 820092 820083 820082 820077 820063 820052
[3609] 820048 820043 820041 820027 820024 820023 820018 820016
[3617] 820014 820010 820009 820002 820001 820000 819999 819994
[3625] 819984 819979 819961 819952 819950 819943 819942 819941
[3633] 819940 819929 819927 819924 819921 819908 819907 819899
[3641] 819897 819896 819892 819887 819870 819866 819862 819859
[3649] 819858 819855 819853 819852 819851 819840 819832 819828
[3657] 819827 819826 819825 819824 819817 819815 819814 819804
[3665] 819803 819799 819787 819781 819779 819775 819773 819767
[3673] 819757 819740 819738 819736 819732 819725 819722 819721
[3681] 819717 819715 819708 819707 819705 819702 819701 819697
[3689] 819682 819671 819664 819662 819660 819654 819652 819651
[3697] 819644 819641 819634 819632 819627 819621 819619 819615
[3705] 819614 819608 819605 819595 819584 819579 819576 819567
[3713] 819563 819561 819558 819552 819428 819426 819425 819423
[3721] 819419 819418 819414 819410 819406 819398 819397 819396
[3729] 819390 819386 819378 819376 819375 819374 819373 819372
[3737] 819371 819369 819365 819364 819358 819353 819352 819340
[3745] 819336 819334 819332 819330 819329 819326 819323 819320
[3753] 819309 819300 819295 819284 819282 819281 819277 819276
[3761] 819260 819253 819251 819247 819235 819230 819225 819219
[3769] 819217 819210 819205 819199 819193 819184 819182 819181
[3777] 819179 819174 819172 819171 819159 819155 819153 819146
[3785] 819129 819127 819126 819125 819119 819115 819114 819104
[3793] 819100 819099 819095 819093 819086 819083 819082 819079
[3801] 819073 819070 819056 819038 819037 819011 819010 819002
[3809] 818996 818994 818985 818959 818947 818942 818937 818930
[3817] 818918 818915 818912 818910 818909 818908 818905 818902
[3825] 818892 818887 818884 818880 818874 818870 818869 818868
[3833] 818862 818861 818859 818854 818849 818845 818841 818821
[3841] 818816 818807 818794 818788 818782 818773 818768 818766
[3849] 818762 818754 818750 818746 818733 818727 818723 818715
[3857] 818709 818708 818701 818697 818693 818686 818685 818684
[3865] 818678 818670 818668 818665 818662 818658 818656 818654
[3873] 818646 818644 818642 818626 818605 818599 818594 818591
[3881] 818581 818576 818575 818570 818568 818561 818559 818558
[3889] 818554 818553 818533 818532 818531 818524 818519 818511
[3897] 818506 818494 818491 818481 818472 818468 818463 818459
[3905] 818436 818435 818430 818429 818411 818408 818397 818392
[3913] 818391 818390 818385 818380 818374 818337 818323 818317
[3921] 818315 818314 818311 818310 818302 818299 818295 818294
[3929] 818293 818273 818270 818260 818258 818234 818230 818220
[3937] 818212 818204 818195 818189 818188 818178 818169 818168
[3945] 818161 818152 818150 818148 818137 818134 818128 818127
[3953] 818115 818109 818104 818100 818093 818077 818076 818071
[3961] 818070 818051 818049 818043 818034 818031 818030 818028
[3969] 818027 818015 818011 818006 817978 817975 817962 817960
[3977] 817959 817950 817947 817941 817940 817938 817935 817925
[3985] 817922 817919 817918 817916 817912 817910 817901 817900
[3993] 817896 817894 817888 817873 817858 817857 817851 817847
[4001] 817845 817837 817832 817831 817830 817818 817800 817795
[4009] 817793 817781 817780 817770 817769 817768 817767 817766
[4017] 817755 817746 817724 817723 817721 817719 817716 817695
[4025] 817688 817675 817672 817667 817659 817653 817649 817638
[4033] 817637 817631 817628 817625 817609 817606 817603 817597
[4041] 817592 817589 817576 817571 817570 817562 817559 817558
[4049] 817552 817504 817503 817502 817501 817490 817463 817461
[4057] 817444 817443 817440 817439 817438 817437 817436 817433
[4065] 817429 817426 817414 817412 817400 817399 817380 817376
[4073] 817369 817365 817362 817355 817353 817351 817341 817340
[4081] 817328 817318 817317 817299 817297 817291 817290 817272
[4089] 817263 817262 817259 817255 817252 817245 817241 817239
[4097] 817231 817230 817228 817225 817224 817215 817210 817206
[4105] 817205 817199 817196 817192 817191 817187 817175 817168
[4113] 817165 817154 817145 817143 817142 817127 817118 817109
[4121] 817107 817103 817097 817085 817067 817059 817055 817046
[4129] 817044 817039 817032 817016 817013 817000 816993 816988
[4137] 816974 816966 816965 816961 816943 816940 816936 816925
[4145] 816905 816893 816892 816878 816870 816867 816861 816859
[4153] 816849 816847 816846 816845 816837 816822 816821 816817
[4161] 816815 816799 816798 816795 816788 816773 816771 816765
[4169] 816751 816747 816737 816736 816703 816696 816694 816686
[4177] 816678 816672 816668 816663 816658 816652 816650 816627
[4185] 816623 816622 816618 816611 816606 816585 816581 816580
[4193] 816579 816578 816569 816564 816556 816553 816548 816547
[4201] 816545 816530 816514 816500 816495 816494 816493 816492
[4209] 816491 816490 816466 816462 816458 816448 816416 816415
[4217] 816413 816405 816391 816390 816389 816388 816381 816366
[4225] 816365 816355 816346 816338 816337 816329 816317 816316
[4233] 816314 816311 816310 816309 816307 816290 816289 816287
[4241] 816282 816271 816262 816260 816258 816257 816251 816249
[4249] 816248 816247 816243 816229 816227 816220 816209 816198
[4257] 816197 816196 816195 816186 816181 816178 816175 816171
[4265] 816158 816152 816149 816147 816141 816124 816103 816032
[4273] 816020 816018 816017 815998 815979 815978 815977 815963
[4281] 815956 815949 815943 815898 815865 815864 815862 815846
[4289] 815823 815664 815566 815456 815305 815304 815269 815261
[4297] 815247 815210 815209 815177 815159 815152 815145 815135
[4305] 815134 815120 815111 815101 815093 815086 815080 815070
[4313] 815065 815064 815058 815055 815033 815030 815013 815007
[4321] 815006 815004 814999 814996 814981 814978 814974 814962
[4329] 814938 814937 814929 814915 814913 814908 814903 814898
[4337] 814896 814888 814874 814873 814863 814857 814844 814835
[4345] 814826 814823 814817 814816 814786 814776 814775 814754
[4353] 814753 814747 814744 814743 814741 814738 814729 814725
[4361] 814724 814722 814717 814698 814696 814689 814676 814675
[4369] 814673 814670 814663 814662 814654 814652 814643
ora_kegg <- enrichKEGG(gene = kegg_HIMdown_list,
organism = "ath",
keyType = "ncbi-geneid",
minGSSize = 10,
maxGSSize = 500,
pAdjustMethod = "BH",
qvalueCutoff = pad,
use_internal_data = FALSE) # force to latest KEGG db
eKEGG6 <- data.frame(ora_kegg)
#write.csv(eKEGG1, "./DerivedData/3_IMvH_HUP_KEGG.csv")
dotplot(ora_kegg, showCategory=10, font.size=10)

#ggsave("./SumData/3_KEGG_IMvH_Hup_LFC1p05.pdf",width=12, height =12)
mlist <- list(eKEGG4, eKEGG5, eKEGG6)
names(mlist) <- c("KEGG IM Down IMvUM", "KEGG H Down HvUM", "KEGG H Down HvIM")
mresult <- merge_result(mlist)
dotplot(mresult, showCategory=9, font.size=14)
ggsave("./SumData/3_KEGG_SUM_DOWN_LFC1p05.pdf",width=14, height =14)

# Simple dotplot
dotplot(ora_kegg,
color = "qvalue",
showCategory = 15,
x = "Count")+
ggtitle ("KEGG IM v H Up genes, LFC1 PVAL 0.05")
ggsave("./SumData/3_KEGG_IMvH_Hup.pdf",width=12, height =12)

edox2 <- pairwise_termsim(genedata_tb_genes_list)
Error: unable to find an inherited method for function ‘pairwise_termsim’ for signature ‘x = "numeric"’
browseKEGG(ora_kegg, 'ath00330')
library("pathview")
ath00330 <- pathview(gene.data = x, pathway.id = "ath00330", species = "ath")
Info: Getting gene ID data from KEGG...
Info: Done with data retrieval!
Info: Downloading xml files for ath00330, 1/1 pathways..
Info: Downloading png files for ath00330, 1/1 pathways..
Info: Working in directory /Users/lilicastillo/Desktop/Lab/Working_Projects/R_trapseq_2023
Info: Writing image file ath00330.pathview.png
viewPathway("E2F mediated regulation of DNA replication",
readable = TRUE,
foldChange = geneList)
ora_IMdown_kegg <- enrichKEGG(gene = kegg_IMdown_list,
organism = "ath",
keyType = "ncbi-geneid",
minGSSize = 10,
maxGSSize = 500,
pAdjustMethod = "BH",
qvalueCutoff = pad,
use_internal_data = FALSE) # force to query latest KEGG db
eKEGG2 <- data.frame(ora_IMdown_kegg)
#write.csv(eKEGG2, "./DerivedData/3_KEGG_IMdown_IMvUMvH_v1.csv")
head(ora_IMdown_kegg)
NA
# Simple dotplot
dotplot(ora_IMdown_kegg,
color = "qvalue",
showCategory = 15,
x = "Count") +
ggtitle ("KEGG Down-Regulated genes, LFC1 PVAL 0.05")

#ggsave("./SumData/3_KEGG_IMdown_IMvUMvH_v1.pdf",width=12, height =12)
#browseKEGG(ora_upH_kegg, 'ath04626')
#library("pathview")
#ath04626 <- pathview(gene.data = kegg_upH_list, pathway.id = "ath04626", species = "ath")
edox2<-pairwise_termsim(ora_IMdown_kegg)
p1<-treeplot(edox2)
p2<-treeplot(edox2, hclust_method="average")
Warning in treeplot.enrichResult(x, ...) :
Use 'cluster.params = list(method = your_value)' instead of 'hclust_method'.
The hclust_method parameter will be removed in the next version.
aplot::plot_list(p1,p2, tag_levels='A')

upsetplot(ora_IMdown_kegg) #For over-representation analysis,upsetplot will calculate the overlaps among different gene sets. ForGSEA result, it will plot the foldchange distributions of different categories (e.g. unique to pathway, overlaps among different pathways).

ora_IMup_kegg <- enrichKEGG(gene = kegg_IMup_list,
organism = "ath",
keyType = "ncbi-geneid",
minGSSize = 10,
maxGSSize = 500,
pAdjustMethod = "BH",
qvalueCutoff = pad,
use_internal_data = FALSE) # force to query latest KEGG db
eKEGG3 <- data.frame(ora_IMup_kegg)
#write.csv(eKEGG2, "./DerivedData/3_IMUP_KEGG.csv")
head(ora_IMup_kegg)
NA
# Simple dotplot
dotplot(ora_IMup_kegg,
color = "qvalue",
showCategory = 15,
x = "Count") +
ggtitle ("KEGG IMvH H Up-Regulated genes, LFC1 PVAL 0.05")

#ggsave("./SumData/3_KEGG_IMup_IMvUMvH_v1.pdf",width=12, height =12)
#browseKEGG(ora_upH_kegg, 'ath04626')
#library("pathview")
#ath04626 <- pathview(gene.data = kegg_upH_list, pathway.id = "ath04626", species = "ath")
edox2<-pairwise_termsim(ora_IMup_kegg)
p1<-treeplot(edox2)
Error in stats::cutree(hc, nCluster) :
elements of 'k' must be between 1 and 2
#ora with kegg data base. using enrichKEGG() is a shortcut for doing ORA using KEGG
ora_Hup_kegg <- enrichKEGG(gene = kegg_Hup_list,
organism = "ath",
keyType = "ncbi-geneid",
minGSSize = 10,
maxGSSize = 500,
pAdjustMethod = "BH",
qvalueCutoff = pad,
use_internal_data = FALSE) # force to query latest KEGG db
eKEGG4 <- data.frame(ora_Hup_kegg)
#write.csv(eKEGG3, "./DerivedData/3_HUP_KEGG.csv")
#mlist <- list(eKEGG1, eKEGG2)
#names(mlist) <- c("IM (up) -KEGG", "H (up) -KEGG")
# Simple dotplot
dotplot(ora_Hup_kegg,
color = "qvalue",
showCategory = 10,
x="Count")+
ggtitle ("KEGG H Up-Regulated genes, LFC1 PVAL 0.05")

#ggsave("./SumData/3_KEGG_Hup_IMvUMvH_v1.pdf",width=12, height =12)
#browseKEGG(ora_Hup_kegg, 'ath04626')
#library("pathview")
#ath04626 <- pathview(gene.data = kegg_upH_list, pathway.id = "ath04626", species = "ath")
edox2 <- pairwise_termsim(ora_Hup_kegg)
p1 <- treeplot(edox2)
p2 <- treeplot(edox2, hclust_method = "average")
Warning in treeplot.enrichResult(x, ...) :
Use 'cluster.params = list(method = your_value)' instead of 'hclust_method'.
The hclust_method parameter will be removed in the next version.
aplot::plot_list(p1, p2, tag_levels = 'A')

upsetplot(ora_Hup_kegg) #For over-representation analysis,upsetplot will calculate the overlaps among different gene sets. ForGSEA result, it will plot the foldchange distributions of different categories (e.g. unique to pathway, overlaps among different pathways).

#ora with kegg data base. using enrichKEGG() is a shortcut for doing ORA using KEGG
ora_Hdown_kegg <- enrichKEGG(gene = kegg_Hdown_list,
organism = "ath",
keyType = "ncbi-geneid",
minGSSize = 10,
maxGSSize = 500,
pAdjustMethod = "BH",
qvalueCutoff = pad,
use_internal_data = FALSE) # force to query latest KEGG db
eKEGG5 <- data.frame(ora_Hdown_kegg)
#write.csv(eKEGG5, "./DerivedData/3_KEGG_HDWN_IMvUMvH_v1.csv")
head(ora_Hdown_kegg)
NA
# Simple dotplot
dotplot(ora_Hdown_kegg,
color = "qvalue",
showCategory = 10,
x="count",
# size = "Count"
)+
ggtitle ("KEGG H Down-Regulated genes, LFC1 PVAL 0.05")

#ggsave("./SumData/3_KEGG_Hdown_IMvUMvH_v1.pdf",width=12, height =12)
#browseKEGG(ora_Hdown_kegg, 'ath04626')
#library("pathview")
#ath04626 <- pathview(gene.data = kegg_upH_list, pathway.id = "ath04626", species = "ath")
edox2 <- pairwise_termsim(ora_Hdown_kegg)
p1 <- treeplot(edox2)
p2 <- treeplot(edox2, hclust_method = "average")
Warning in treeplot.enrichResult(x, ...) :
Use 'cluster.params = list(method = your_value)' instead of 'hclust_method'.
The hclust_method parameter will be removed in the next version.
aplot::plot_list(p1, p2, tag_levels = 'A')

upsetplot(ora_Hdown_kegg) #For over-representation analysis,upsetplot will calculate the overlaps among different gene sets. ForGSEA result, it will plot the foldchange distributions of different categories (e.g. unique to pathway, overlaps among different pathways).

mlist <- list(ora_IMup_kegg, ora_Hup_kegg, ora_IMdown_kegg, ora_Hdown_kegg)
names(mlist) <- c("KEGG IMvH H Up", "KEGG +UM H Up", "KEGG IMvH H Down", "KEGG +UM H Down")
mresult <- merge_result(mlist)
dotplot(mresult, showCategory=7, font.size=10)
#The dotplot shows the number of genes associated with the first 50 terms (size/show category) and the p-adjusted values for these terms (color). This plot displays the top 50 genes by gene ratio (# genes related to GO term / total number of sig genes), not p-adjusted value.here k is the number of genes participating in the current KEGG pathway (within top-40, top-80, or other top lists), and n is the number of genes (also within top-40, top-80, or other top lists) annotated as participants of any KEGG pathway (these numbers are provided in the brackets in the bottom of the figure). Dot color indicates the enrichment test FDR (Fisher's exact test).
ggsave("./SumData/3_KEGG_SUM_IMvH_IMvUMvH_v1.pdf",width=16, height =16)

---
title: "3_KEGG_Functional_Analysis"
output: html_notebook
---

```{r}
# Clean environment
rm(list = ls(all.names = TRUE)) # will clear all objects including hidden objects
gc() # free up memory and report the memory usage
options(max.print = .Machine$integer.max, scipen = 0, stringsAsFactors = F, dplyr.summarise.inform = F) # avoid truncated output in R console and keep scientific notation

### INSTALLING PACKAGES ###
#if (!require("BiocManager", quietly = TRUE))
#    install.packages("BiocManager")

#BiocManager::install(c("readr", "tidyverse", "org.At.tair.db", "pathview", "ggupset"))
```


```{r}
setwd("~/Desktop/Lab/Working_Projects/R_trapseq_2023")
suppressPackageStartupMessages(library("org.At.tair.db"))
library(clusterProfiler) #A universal enrichment tool for interpreting omics data #prettydoc?
library(readr)
library(tidyverse) #to use distinct in line 52
library(pathview)
library(enrichplot)
pad <- 0.05
search_kegg_organism('ath', by='kegg_code')
search_kegg_organism('Arabidopsis thaliana', by='scientific_name')
```


```{r Data Input UP}
Hup<- read_csv("./DerivedData/1_DEG_HvUM_HUP_pad05_LFC1_v1.csv",  col_names = TRUE)
Hup_tb <- data.frame(Hup[ ,-c(1)], row.names = Hup$rowname) 

IM_up <- read_csv("./DerivedData/1_DEG_IMvUM_IMUP_pad05_LFC1_v1.csv", col_names = TRUE) 
IMup_tb <- data.frame(IM_up[ ,-c(1)], row.names = IM_up$rowname) 

HIM_up<-read_csv("./DerivedData/1_DEG_HvIMUP_pad05_LFC1_v1.csv", col_names = TRUE) 
HIMup_tb <- data.frame(HIM_up[ ,-c(1)], row.names = HIM_up$rowname) 
```

```{r DATA Input DOWN}
H_dwn <- read_csv("./DerivedData/1_DEG_HvUM_HDWN_pad05_LFC1_v1.csv", col_names = TRUE)
Hdwn_tb <- data.frame(H_dwn[ ,-c(1)], row.names = H_dwn$rowname) 

IM_dwn <- read_csv("./DerivedData/1_DEG_IMvUM_IMDWN_pad05_LFC1_v1.csv", col_names = TRUE)
IMdwn_tb <- data.frame(IM_dwn[ ,-c(1)], row.names = IM_dwn$rowname) 

HIM_dwn <- read_csv("./DerivedData/1_DEG_HvIMDWN_pad05_LFC1_v1.csv", col_names = TRUE)
HIMdwn_tb <- data.frame(HIM_dwn[ ,-c(1)], row.names = HIM_dwn$rowname) 
```

```{r 2 UP}
IMup_genes <- IMup_tb$entrez
Hup_genes <- Hup_tb$entrez
HIMup_genes <- HIMup_tb$entrez

kegg_IMup_list = sort(IMup_genes, decreasing = TRUE)
kegg_Hup_list = sort(Hup_genes, decreasing = TRUE)
kegg_HIMup_list = sort(HIMup_genes, decreasing = TRUE)
```



```{r 2 DOWN}
IMdown_genes <- IMdwn_tb$entrez
Hdown_genes <- Hdwn_tb$entrez
HIMdown_genes <- HIMdwn_tb$entrez

kegg_IMdown_list = sort(IMdown_genes, decreasing = TRUE)
kegg_Hdown_list = sort(Hdown_genes, decreasing = TRUE)
kegg_HIMdown_list = sort(HIMdown_genes, decreasing = TRUE)
```


```{r}
#ora with kegg data base.  using enrichKEGG() is a shortcut for doing ORA using KEGG
#pad <- 0.05
#genedata <- read_csv("./DerivedData/1_DEG_HvIM_HDWN_pad05_LFC1_v2.csv", col_names = TRUE) 
#genedata_tb <- data.frame(genedata[ ,-c(1)], row.names = genedata$rowname) 
#genedata_tb_genes <- genedata_tb$entrez


#search_kegg_organism('ath', by='kegg_code')
#search_kegg_organism('Arabidopsis thaliana', by='scientific_name')

#genedata_tb_genes_list = sort(genedata_tb_genes, decreasing = TRUE)


#write.csv(x, "./DerivedData/3_Pilot_IMvHdown_candidategenes.csv")
```


```{r}
#pad <- 0.05
#x$entrez = mapIds (org.At.tair.db, keys = row.names (x) , keytype = "TAIR" , column = "ENTREZID" , multiVals = "first" )
#x <- x$entrez
```


```{r UP 3}
#kegg_IMup_list #1
#kegg_Hup_list #2
kegg_HIMup_list #3

ora_kegg <- enrichKEGG(gene = kegg_HIMup_list,
                                organism = "ath",
                                keyType = "ncbi-geneid",
                                minGSSize = 10,
                                maxGSSize = 500,
                                pAdjustMethod = "BH",
                                qvalueCutoff = pad,
                                use_internal_data = FALSE) # force to latest KEGG db
eKEGG3 <- data.frame(ora_kegg)
#write.csv(eKEGG1, "./DerivedData/3_IMvH_HUP_KEGG.csv")

dotplot(ora_kegg, showCategory=10, font.size=10)
#ggsave("./SumData/3_KEGG_IMvH_Hup_LFC1p05.pdf",width=12, height =12)

mlist <- list(eKEGG1, eKEGG2, eKEGG3)
names(mlist) <- c("KEGG IM UP IMvUM", "KEGG H UP HvUM", "KEGG H UP HvIM")
mresult <- merge_result(mlist)
dotplot(mresult, showCategory=10, font.size=14)
#ggsave("./SumData/3_KEGG_SUM_UP_LFC1p05.pdf",width=14, height =14)
```
```{r}
#kegg_IMdown_list #4
#kegg_Hdown_list #5
#kegg_HIMdown_list #6

ora_kegg <- enrichKEGG(gene = kegg_HIMdown_list,
                                organism = "ath",
                                keyType = "ncbi-geneid",
                                minGSSize = 10,
                                maxGSSize = 500,
                                pAdjustMethod = "BH",
                                qvalueCutoff = pad,
                                use_internal_data = FALSE) # force to latest KEGG db
eKEGG6 <- data.frame(ora_kegg)
#write.csv(eKEGG1, "./DerivedData/3_IMvH_HUP_KEGG.csv")

dotplot(ora_kegg, showCategory=10, font.size=10)
#ggsave("./SumData/3_KEGG_IMvH_Hup_LFC1p05.pdf",width=12, height =12)

mlist <- list(eKEGG4, eKEGG5, eKEGG6)
names(mlist) <- c("KEGG IM Down IMvUM", "KEGG H Down HvUM", "KEGG H Down HvIM")
mresult <- merge_result(mlist)
dotplot(mresult, showCategory=9, font.size=14)
#ggsave("./SumData/3_KEGG_SUM_DOWN_LFC1p05.pdf",width=14, height =14)
```

```{r}
# Simple dotplot 
dotplot(ora_kegg, 
    color = "qvalue", 
    showCategory = 15, 
    x = "Count")+
  ggtitle ("KEGG IM v H Up genes, LFC1 PVAL 0.05")
#ggsave("./SumData/3_KEGG_IMvH_Hup.pdf",width=12, height =12) 


edox2 <- pairwise_termsim(genedata_tb_genes_list)
p1 <- treeplot(edox2)
p2 <- treeplot(edox2, hclust_method = "average")
aplot::plot_list(p1, p2, tag_levels = 'A')

upsetplot(genedata_tb_genes_list) #For over-representation analysis,upsetplot will calculate the overlaps among different gene sets. ForGSEA result, it will plot the foldchange distributions of different categories (e.g. unique to pathway, overlaps among different pathways).
```


```{r}
browseKEGG(ora_kegg, 'ath00330')
library("pathview")
ath00330 <- pathview(gene.data  = x, pathway.id = "ath00330", species    = "ath")
```


```{r}
viewPathway("E2F mediated regulation of DNA replication", 
            readable = TRUE, 
            foldChange = geneList)
```

```{r}
ora_IMdown_kegg <- enrichKEGG(gene = kegg_IMdown_list,
                                organism = "ath",
                                keyType = "ncbi-geneid",
                                minGSSize = 10,
                                maxGSSize = 500,
                                pAdjustMethod = "BH",
                                qvalueCutoff = pad,
                                use_internal_data = FALSE) # force to query latest KEGG db
eKEGG2 <- data.frame(ora_IMdown_kegg)
#write.csv(eKEGG2, "./DerivedData/3_KEGG_IMdown_IMvUMvH_v1.csv")
head(ora_IMdown_kegg)

```

```{r}
# Simple dotplot 
dotplot(ora_IMdown_kegg, 
    color = "qvalue", 
    showCategory = 15, 
    x = "Count") +
  ggtitle ("KEGG  Down-Regulated genes, LFC1 PVAL 0.05")
#ggsave("./SumData/3_KEGG_IMdown_IMvUMvH_v1.pdf",width=12, height =12) 
#browseKEGG(ora_upH_kegg, 'ath04626')
#library("pathview")
#ath04626 <- pathview(gene.data  = kegg_upH_list, pathway.id = "ath04626", species    = "ath")

edox2<-pairwise_termsim(ora_IMdown_kegg)
p1<-treeplot(edox2)
p2<-treeplot(edox2, hclust_method="average")
aplot::plot_list(p1,p2, tag_levels='A')

upsetplot(ora_IMdown_kegg) #For over-representation analysis,upsetplot will calculate the overlaps among different gene sets. ForGSEA result, it will plot the foldchange distributions of different categories (e.g. unique to pathway, overlaps among different pathways).
```


```{r}
ora_IMup_kegg <- enrichKEGG(gene = kegg_IMup_list,
                                organism = "ath",
                                keyType = "ncbi-geneid",
                                minGSSize = 10,
                                maxGSSize = 500,
                                pAdjustMethod = "BH",
                                qvalueCutoff = pad,
                                use_internal_data = FALSE) # force to query latest KEGG db
eKEGG3 <- data.frame(ora_IMup_kegg)
#write.csv(eKEGG2, "./DerivedData/3_IMUP_KEGG.csv")
head(ora_IMup_kegg)

```

```{r}
# Simple dotplot 
dotplot(ora_IMup_kegg, 
    color = "qvalue", 
    showCategory = 15, 
    x = "Count") +
  ggtitle ("KEGG IMvH H Up-Regulated genes, LFC1 PVAL 0.05")
#ggsave("./SumData/3_KEGG_IMup_IMvUMvH_v1.pdf",width=12, height =12) 
#browseKEGG(ora_upH_kegg, 'ath04626')
#library("pathview")
#ath04626 <- pathview(gene.data  = kegg_upH_list, pathway.id = "ath04626", species    = "ath")

edox2<-pairwise_termsim(ora_IMup_kegg)
p1<-treeplot(edox2)
p2<-treeplot(edox2, hclust_method="average")
aplot::plot_list(p1,p2, tag_levels='A')

upsetplot(ora_IMup_kegg) #For over-representation analysis,upsetplot will calculate the overlaps among different gene sets. ForGSEA result, it will plot the foldchange distributions of different categories (e.g. unique to pathway, overlaps among different pathways).
```

```{r}
#ora with kegg data base.  using enrichKEGG() is a shortcut for doing ORA using KEGG
ora_Hup_kegg <- enrichKEGG(gene = kegg_Hup_list,
                                organism = "ath",
                                keyType = "ncbi-geneid",
                                minGSSize = 10,
                                maxGSSize = 500,
                                pAdjustMethod = "BH",
                                qvalueCutoff = pad,
                                use_internal_data = FALSE) # force to query latest KEGG db
eKEGG4 <- data.frame(ora_Hup_kegg)
#write.csv(eKEGG3, "./DerivedData/3_HUP_KEGG.csv")

#mlist <- list(eKEGG1, eKEGG2)
#names(mlist) <- c("IM (up) -KEGG", "H (up) -KEGG")
```

```{r}
# Simple dotplot 
dotplot(ora_Hup_kegg, 
    color = "qvalue", 
    showCategory = 10, 
     x="Count")+
  ggtitle ("KEGG H Up-Regulated genes, LFC1 PVAL 0.05")
#ggsave("./SumData/3_KEGG_Hup_IMvUMvH_v1.pdf",width=12, height =12) 
#browseKEGG(ora_Hup_kegg, 'ath04626')
#library("pathview")
#ath04626 <- pathview(gene.data  = kegg_upH_list, pathway.id = "ath04626", species    = "ath")

edox2 <- pairwise_termsim(ora_Hup_kegg)
p1 <- treeplot(edox2)
p2 <- treeplot(edox2, hclust_method = "average")
aplot::plot_list(p1, p2, tag_levels = 'A')

upsetplot(ora_Hup_kegg) #For over-representation analysis,upsetplot will calculate the overlaps among different gene sets. ForGSEA result, it will plot the foldchange distributions of different categories (e.g. unique to pathway, overlaps among different pathways).
```

```{r}
#ora with kegg data base.  using enrichKEGG() is a shortcut for doing ORA using KEGG
ora_Hdown_kegg <- enrichKEGG(gene = kegg_Hdown_list,
                                organism = "ath",
                                keyType = "ncbi-geneid",
                                minGSSize = 10,
                                maxGSSize = 500,
                                pAdjustMethod = "BH",
                                qvalueCutoff = pad,
                                use_internal_data = FALSE) # force to query latest KEGG db
eKEGG5 <- data.frame(ora_Hdown_kegg)
#write.csv(eKEGG5, "./DerivedData/3_KEGG_HDWN_IMvUMvH_v1.csv")
head(ora_Hdown_kegg)

```

```{r}
# Simple dotplot 
dotplot(ora_Hdown_kegg, 
    color = "qvalue", 
    showCategory = 10,
    x="count", 
   # size = "Count"
    )+
  ggtitle ("KEGG H Down-Regulated genes, LFC1 PVAL 0.05")
#ggsave("./SumData/3_KEGG_Hdown_IMvUMvH_v1.pdf",width=12, height =12) 
#browseKEGG(ora_Hdown_kegg, 'ath04626')
#library("pathview")
#ath04626 <- pathview(gene.data  = kegg_upH_list, pathway.id = "ath04626", species    = "ath")

edox2 <- pairwise_termsim(ora_Hdown_kegg)
p1 <- treeplot(edox2)
p2 <- treeplot(edox2, hclust_method = "average")
aplot::plot_list(p1, p2, tag_levels = 'A')

upsetplot(ora_Hdown_kegg) #For over-representation analysis,upsetplot will calculate the overlaps among different gene sets. ForGSEA result, it will plot the foldchange distributions of different categories (e.g. unique to pathway, overlaps among different pathways).
```

```{r}
mlist <- list(ora_IMup_kegg, ora_Hup_kegg, ora_IMdown_kegg, ora_Hdown_kegg)
names(mlist) <- c("KEGG IMvH H Up", "KEGG +UM H Up", "KEGG IMvH H Down", "KEGG +UM H Down")
mresult <- merge_result(mlist)
dotplot(mresult, showCategory=7, font.size=10)
#The dotplot shows the number of genes associated with the first 50 terms (size/show category) and the p-adjusted values for these terms (color). This plot displays the top 50 genes by gene ratio (# genes related to GO term / total number of sig genes), not p-adjusted value.here k is the number of genes participating in the current KEGG pathway (within top-40, top-80, or other top lists), and n is the number of genes (also within top-40, top-80, or other top lists) annotated as participants of any KEGG pathway (these numbers are provided in the brackets in the bottom of the figure). Dot color indicates the enrichment test FDR (Fisher's exact test).

#ggsave("./SumData/3_KEGG_SUM_IMvH_IMvUMvH_v1.pdf",width=16, height =16) 
```

